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DOCUMENT RESUME
ED 374 408 CS 011 837
AUTHOR Durham, GigiTITLE Toward a Systematic Method of Measuring Free Recall
from Printed News Stories.PUB DATE Aug 94NOTE 31p.; Paper presented at the Annual Meeting of the
Association for Education in Journalism and MassCommunication (77th, Atlanta, GA, August 10-13,1994).
PUB TYPE Speeches/Conference Papers (150) ReportsDesc-iptive (141)
EDRS PRICE MF01/PCO2 Plus Postage.DESCRIPTORS *Evaluation Methods; Higher Education; Media
Research; News Writing; Pilot Projects; *Recall(Psychology); Reliability; Schemata (Cognition);*Text Structure; Validity
IDENTIFIERS Journalism Research; *News Stories; Text Factors
ABSTRACTThis paper proposes a systematic method of measuring
subjects' free recall from printed hard news stories, based on schematheories of cognition. Citing literature that demonstrates the roleof text structures and text schemas in the recall of written text,the paper suggests incorporating these processes into the assessmentof recall of news. In the paper, the first steps toward developingsuch a measure are taken; the procedure hinges on parsing stimulusand response passages according to a schematic news structure. Apilot study of the instrument's reliability and validity (involving69 undergraduate students) is included in the paper, although furtherwork neecis to be done to refine the instrument. Contains 63references and 2 figures illustrating examples of text structures.The comprehension measure is attached. (Author/RS)
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Toward a systematic method of measuring free recallfrom printed news stories
Gigi Durham, Ph.D.Assistant Professor
Department of JournalismUniversity of Texas at Austin
Austin, TX 78712(512) 471-1980 (work)/(512) 443-5121 (home)
U.S. DEPARTMENT OF EDUCATIONOffice Ot Educational Research and lreoichieinno:
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Paper presentul in the Theory and Methodology Division of the Association forEducation in Journalism and Mass Communication, 1994, Atlanta, GA
Running head: Measuring recall
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Toward a systematic method of measuring free recallfrom printed news vies
Gigi Durham
This paper proposes a systematic method of measuring subjects' free recall from printed
hard news stories, based on schema theories of cognition. Citing literature that
demonstrates the role of text structures and text schemas in the recall of written text, the
author suggests incorporating these processes into the assessment of recall of news. In
this paper, the first steps toward developing such a measure are taken; the procedure
hinges on parsing stimulus and response passages according to a schematic news
structure. A pilot study of the instrument's reliability and validity is included, although
further work needs to be done to refine the instrument.
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Measuring recallPage 1
Toward a systematic method of measuring free recall from printed news stories
In the past quarter-century of mass communication scholarship, a substantial body of
research has focused on audience recall of the content of news stories. The bulk of these
studies deal primarily with the quantification of news recall (e.g. Booth, 1970; Neuman,
1976; Gunter, 1980, 1981; Findahl & Hoijer, 1975, 1981, 1985; Edwardson, Grooms &
Pringle, 1976; Edwardson, Grooms & Proud love, 1981; Edwardson, Kent & McConnell,
1985; Fumham & Gunter, 1989; De Fleur & Cronin, 1991; Wicks, 1992; De Fleur,
Davenport, Cronin & De Fleur, 1992; Beentjes, Vooijs & Van der Voot, 1993; Feccorro
& De Fleur, 1993). Remarkably, in each of these and other studies, different
measurement instruments have been developed to assess subjects' recall of the stimulus
news stories. Many of these measures are loosely based on standard tests of aided and
unaided recall, also referred to as recognition and recall. While these measures have
each been shown to be reliable within the discrete contexts of the studies, no attempt
has been made, thus far, to develop a theoretically derived, reliable, valid and systematic
method of accurately measuring memory for news that could be used with consistent
results across a variety of experimental methods.
The goal of this paper is to present the first steps in developing such a measure .
The method presented in this paper based on the information-processing model of
schema theory.
Schema Theory and the Recall of Printed Text
Research indicates that recall is an interactive operation in which a reader brings
his/her prior knowledge and beliefs into play while encoding new information and latk r
activates that knowledge for retrieval of the information (e.g. Bobrow & Norman, 1975;
Schank & Abelson, 1977; Pearson, Hansen & Gordon, 1979; Graesser & Nakamura,
4
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Measuring recallPage 2
1982; Freebody & Anderson, 1983; Stahl & Jacobson, 1986). The theoretical position
on which these findings are predicated is known as schema theory.1
Schema-based models of information processing have led to increased understanding
of the recall of written text. Central to the development of such models is the evolution
of the construct of the schema as a paradigm for cognition.
The psychological concept of the schema emerged initially as a reaction to the
traditional associationist models of memory and learning (e.g. Ebbinghaus, 1964), in
which recall occurred simply as a response to a stimulus. The associationist model
gradually gave way to the trace theory of mental representation, which evolved into
schema theory as we know it today. (For a more complete account of the history of
schema theory, see Hastie, 1981). The notion of a schema was first used in studies of
memory and remembering and later applied in the study of reasoning, learning, language
processing, problem solving, reading, and countless other cognitive and psychosocial
processes.
In general terms, a schema may be defined as a dynamic, generic mental framework
for the hierarchical representation of knowledge. Anderson (1977) asserts, "A schema
represents generic knowledge; that is, it represents what is believed to be generally true
of a class of things, events, or situations" (p. 2). Graesser and Nakamura (1982), in an
extensive exposition on the role of schemas in comprehension and memory, define
schemas as "generic knowledge structures that guide the comprehender's interpretations,
inferences, expectations, and attention. A schema is generic in that it is a summary of
the components, attributes and relationships that typically occur in specific exemplars"
(pp. 60-61).
In the schematic view of cognition, incoming information is encoded and stored via
an appropriate schema or pre-existing mental knowledge structure.
1In this paper, the word "schema" will be pluralized as "schemas," per the style used by Mandler (1984, p.2. note 2), rather than the traditional "schemata."
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Measuring recallPage 3
Thus, in the context of recall of written text, schema theory is predicated upon the
notion that knowledge is organized into dynamic knowledge structures in the brain that
are activated during the reading process, as well as during other types of cognitive
processing. As Adams and Collins (1977) have observed:
The goal of schema theory is to specify the interface between the reader and the
textto specify how the reader's knowledge interacts with and shapes the
information on the page and to specify how that knowledge must be organized to
support the interaction. (p. 5)
In relation to the processing of mass media news messages, several studies have
shown that prior knowledge is vital to comprehension and recall of news (cf. Findahl
Hoijer, 1981; Findahl & Hoijer, 1985). In other words, the existence of a schema for a
news topic or for some other aspect of a news story will improve recall of the story. As
Findhal and Hoijer point out:
Schema theory stresses the organization of earlier knowledge in memory in
general or prototypical schemata, representing standard situations, events, or
structures. Two different kinds of schemata have been proposed: one deals with
knowledge about recurrent events and situations . . . ; the other deals with
knowledge about the typical structure of stories . . In news comprehension and
recall, both kinds of schemata (about recurrent events and about the structure of
news items) are probably activated. (1985, p. 390).
In a departure from the strictly numbers-oriented tradition of this line of research in
mass communication, Woodall, Davis, and Sahin (1983) proposed a theoretical
framework for memory and understanding of news based on principles of episodic
memory and on the trace theory of memory and understanding. Another pioneer in this
domain, Doris Graber (1988), conducted in-depth interviews with 21 subjects to study
their schema-based strategies for processing information gained mainly from the news
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Measuring recallPage 4
media. These theoretical perspectives are strongly tied to the schematic model of
information processing.
Text Structures and the Reading Process
In his groundbreaking book Remembering (1932) , Frederic Bartlett of Cambridge
University, England, proposed that recall of written material depends on a reader's
schema for the structure of a written passage. Such structures, also known as text
grammars, have been theorized to be fundamental in the organization of all written text
(Rumelhart, 1975; Rumelhart, 1977; Mandler & Johnson, 1977; Meyer, 1977a, 1977b;
Stein & Glenn, 1979; Marshall & Glock, 1979; Taylor, 1980; Taylor & Samuels, 1983;
Page & Stewart, 1985; Waters & Hou, 1987; Griffith & Ripich, 1988; Cook & Mayer,
1988; Troyer, 1992).
News stories possess a structure or text grammar uniquely their own. As van Dijk
(1988a) observed, "[I]n English we may use the term 'news story,' and this suggests that
news might be a special kind of narrative. Yet, we also know that itdiffers from the kind
of stories we tell in everyday conversations or in children's books or in novels. Hence,
we must specify why and how news stories are different." (p. 1).
That news stories follow a set structural pattern is a notion that has been intuitively
acknowledged for many years. In the textbook Writing for Mass Comm,;nication ,
Hutchison (1986) points out that all hard news stories 2 should have a formal structure,
beginning with a lead:
In a good lead, the important things come first. They provide the umbrella under
which all details of the story will fit comfortably. . . . The details usually flow from
the lead in order of descending importance into the succeeding paragraphs. A
2The inverted pyramid story structure is characteristic of hard news stories, i.e. stories that are factualaccounts of events, usually with a time element. Soft news stories (news stories with a human interestfocus, written in a lighter vein) or feature stories often do not follow the inverted pyramid structure. Thepresent research is therefor confined to hard news stories.
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Measuring recallPage 5
simple news story about a minor traffic accident or a minor house fire will look
like an inverted pyramid. (p. 125).
In another popular journalism textbook, Fed ler (1989) describes the structure of a
hard news story thus:
The lead in an inverted pyramid story summarizes the topic, and each of the
following paragraphs presents some additional information about it: names,
descriptions, quotations, conflicting viewpoints, explanations, background data
and so forth. Most paragraphs are self-contained units that require no further
explanation, and only the summary of the entire story appears in the lead. News
stories end with their least important details. (pp. 135-136).
The structuring of hard news stories as inverted pyramids is so entrenched in the
newswriting process that Tuchman (1978) claims that most news stories consist of
prestnictured patterns of words into which reporters insert "factoids."
The traditional inverted pyramid structure of news stories corresponds to the concept
of a schematic structure or text grammar. Van Dijk (1983, 1988a, 1988b) observed that a
news story can be viewed in terms of schematically structured discourse. Using cognitive
models, van Dijk examined media discourse and its representation in memory, and his
analysis of hundreds of international newspaper stories led him to postulate an
underlying structure for printed news:
The overall organization of news discourse reflects the importance of
macrostructures. These will typically be expressed by titles or headlines, by initial
or final summaries, or by leads . . . The lead, often printed in bold type . . . will
express, in a first few sentences (which are, by definition, "thematic sentences"),
the full macrostructure of the news discourse. Following sentences will then
progressively specify further details of the events, with the less important ones at
the end (with the practical consequences that these can, if necessary, be cut by
the editor). Unlike argumentatively structured discourse, such as the scholarly
, MinE
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Measuring recallPage 6
paper, where the important conclusion comes at the end, news in the daily press
is organized by the principle of relevance or importance, along a dimension of
decreasing prominence with respect to the macrostructure. (van Dijk, 19f'3,
p. 35).
Newsom and Wollert (1988, p. 120) assert that most hard news stories have the
following elements:
1. The lead (the main point)
2. Secondary points in a tie-in transition
3. Elaboration on the main point
4. Support for the lead
5. Background
6. Development of the main idea
7. Details
They offer two diagrammatic representations of the inverted pyramid: the
"traditional" inverted pyramid (Figure 1.1) and the "modified" inverted pyramid (Figure
1-2), represented on the following pages.
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LEAD:
TIE-IN:
BODY:
Measuring recallPage 7
Who, what, when, where, why & how (16 to 25 words)
One sentence connecting one element of the lead to the body
Development of the most important
Second most important element of
Further development of most important element
Other elements
The least important facts in the storynothing new introduced
H elements of lead
LEAD 5W Sz. H
Tie-in
Most important element
Second most important element
Other
Least importantelement
Figure 1-1. Newsom and Wollert's modified inverted pyramid
U
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LEAD:
Measuring recallPage 8
Major theme, could be significance of event, rather than factMay be two sentencesMay not include 5W & H
TIE-IN: The leftovers of the 5W & H not mentioned in the lead
1ST GRAPH: Explication of the lead incident, quote, meaning or background ofeventhow something came to be
2ND GRAPH: Additional information about most important fact of lead.Something to give credibility or significance to lead information
3RD GRAPH: Secondary theme or supporting documentation for the lead
4TH GRAPH: Any other details, in order of significance to lead
LEAD
Documentation orexplicationbackground or history
Elaboration of lead
Secondary themeor
supporting facts, quotes
Least significant details
Figure 1-2. Newsom and Wollert's modified inverted pyramid
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Measuring recallPage 9
Each element in these structures roughly corresponds to the concept of a "basic node"
in the Mandler and Johnson story grammar (Mandler & Johnson, 1977)the elements
comprising the surface structure of a story, comprised of a sentence or several sentences.
The basic nodes govern the way a story is written or rewritten after having been recalled.
For the purposes of this study, Newsom and Wollert's modified inverted pyramid
structure will be adopted as the typical structure for a breaking hard news story in an
American newspaper. The modified inverted pyramid includes quotes and the possibility
of a secondary theme in the story, which more complex news stories often contain; the
traditional pyramid does not accommodate these elements. In this respect, the Newsom
and Wollert pyramid is a more useful descriptor than the Fed ler pyramid, which makes a
provision for quotes but not for a second theme within a story.
Defining Recall
Recall is the dependent variable of interest in this study. Van Dijk (1987) observes
that "one result of understanding a text is a representation of the meaning of the text in
(episodic) memory" (p. 165), the direct implication being that text comprehension
always results in the storage of information in long-term memory for later retrieval, i.e.
text comprehension always precedes long-term recall of text information. Voss (1984)
corroborates this notion. He writes
While reading, the individual is assumed to interpret the text contents in terms
of his or her own knowledge, interests, and attitude. During the interpretive
process the individual develops a representation of the contents of the text.
Learning is thus presumed to involve the storage of information via the development of
the representation (p. 197) (emphasis added)
As Belli (1986) observes, rival psychological theories have resulted in very different
interpretations of the memory process. The mechanistic model of memory, for example,
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Measuring recallPage 10
views it as a passive process, whereas schema-based models regard memory as an active,
adaptive operation. The latter position will be adopted for the purposes of this study.
The term "recall" possesses different meanings in different contexts. In the mass
communication literature, recall is further classified into aided and unaided recall.
Facorro and De Fleur (1993) note, "In unaided recall, the subject reports to the
experimenter all the facts of the stimulus material that he or she can remember. in aidea
recall, cues are provided" (p. 592). British psychologist Martin Le Voi refers to unaided
recall as "free recall" (1986, p. 105) and describes the process as happening in a situation
where "the subject is free to recall any items .. . and create and use helpful cues in any
way he or she wishes" (p. 105). Generally, unaided or free recall means the unprompted
remembrance of information; aided recall, on the contrary, refers to the process of
remembering information in a situation where prompts or cues are provided.
In most studies of recall from printed news sources, research questions are generally
framed in terms of long-term benefits to readers from the assimilation of information in
news stories. Thus. free recall is of greater interest than aided recall. The measure
proposed in this paper ;s geared to the evaluation of free recall of news story content.
Measuring Free Recall
Free recall is often measured very informally, usually by means of a request to "write
down brief descriptions" of what is recalled (Gunter, 1980) or requests for lists of facts
remembered from stimulus stories (Wicks, 1993).
This paper proposes a more formal method of measuring recall from a stimulus news
passage, based on a procedure developed by Meyer (1975), adapted by Taylor (1980) and
Taylor and Samuels (1985) and later used by McGee (1982) for scoring recall of
expository (nonfictional) texta method similar to the scoring procedure followed by
Mandler and Johnson (1977) for measuring recall of narrative (fictional) text. The
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Measuring recallPage 11
procedure is based on schema theory and the adherence of text passages to schematic
text grammars.
The measurement of recall inevitably involves a comparisonthe recalled text is
compared to the original stimulus passage, and a reca 4 score is awarded based on the
similarity of the two.
In a schema-based method, the proportion of elements from the initial passage
recalled per structural node would be calculated. The recall score would be based on the
overall proportion of the stimulus passage recalled. The use of a text grammarin this
case the inverted pyramid structurerenders such a measure more rigorous in its
capacity to account for each significant element of the story, making use of the reader's
schematic processing of the text. In addition, the sequencing of elements is built into
the structure of the stimulus passage as well as that of the recalled passage so that the
measure can, if desired, also provide an assessment of subjects' sensitivity to news
structures.
Since van Dijk (1983, 1988a, 1988b) has established that most printed hard news
stories conform to a specific text grammar (or "superstructure" in his terms), the first step
in developing a rigorous measurement instrument is the parsing of a given stimulus
passage according to that grammar.
The stimulus passages is then administered to subjects in the context of an
experiment; afterward, subjects are asked to write down an account of the stimulus
passage, keeping as close to the original version as possible.
In scoring, the recalled passage is also parsed according to the news text grammar,
and the number of propositions remembered from each terminal node in the original text
is noted. If less than half of an original sentence is remembered, the sentence is not
counted as having been recalled. If about half the sentence is remembered, it is counted
as 0.5. If more than half of the sentence is remembered, it is counted as a full sentence.
Depending upon the intent of the study, propositions recalled outside of their nodes
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Measuring recallPage 12
could be scored as though they had been recalled in the proper sequence, given an
alternate scoring scale, or discounted.
An Example
To test a recall measure based on this system, a sample news story was administered
to 69 undergraduates. Subjects were given sufficient time to read the passages; the
stimuli were then removed.
Subjects were next asked to perform a series of distractor tasks, including filling out a
multiple-choice questionnaire requesting demographic information and the West
Informal Reading Inventory (West, 1978) to assess their reading level.
The stimulus passage, taken from an Associated Press wire story, was as follows:
PLAN GIVES BIG CATS BOOST
Breeding program for panthers OK'd
MIAMI (AP)Ten Florida panthers roaming the wilds of South Florida are about to be
chosen for a new life in captiv. that may have important consequences for the survival
of the endangered species.
A captive-breeding program has been approved by federal and state officials to boost the
shrinking panther population from an estimated 30 to 50 in the wild.
"There are certain purists who say, 'Let them die a natural death out in the wild'," said
John Christian of the U.S. Fish and Wildlife Service. "We need to consider their views,
but on the other hand we are charged with halting the extinction of the species and
moving toward its recovery."
"It's no question the population is stressed. When you get down t o a total population of
30 to 50 animals, you get to the point of facing the brink of extinction," said Dennis
Jordan, Fish and Wildlife's Florida panther coordinator. "We consider we have one
viable sustaining population now in South Florida and none anywhere else."
-1S,731.==TA-M0,11,- -747 -Aac- -
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Measuring recallPage 13
But some wildlife managers say the Florida panther, a type of cougar, is in nowhere near
the danger of the California condor or the black-footed ferret when their entire
population was rounded up for captive breeding.
The goal of the new program is 500 breeding adults in captivity and three wild colonies
in 20 years using high-tech methods such as radio-telemetry collars and possibly in vitro
techniques.
The nocturnal cats, with adults weighing 60 to 120 pounds, are smaller and darker than
most cougars and have a unique tail crook and a cowlick in the middle of their backs.
The panther, which hunts deer and smaller game, is a solitary hunter that needs lots of
room at least 40 square miles for a female and more than 200 square miles for each
male, with little overlap.
The panther once ranged from Louisiana to South Carolina, but widespread hunting and
urban sprawl have pushed it into the Everglades and the undeveloped center of South
Florida.
Without help, experts estimate, the panther will vanish in 25 to 40years.
After the distractor tasks, subjects were asked to recall the stimulus passages and
write them down using language as close to the originals as possible. Finally, a measure
of reading comprehension of the passage was administered. This instrument (see
Appendix A) was based nn Pearson and Johnson's description of textually explicit and
scriptally implicit questions (Pearson & Johnson, 1978) as well as on the comprehension
questions used in Johns' (1988) Basic Reading Inventory, a standardized informal reading
evaluation instrument.
Recalls were scored by parsing the subject-generated passages and recording the
number of text elements recalled from the original from each node in the appropriate
text grammar. An example of one such recalled passage and its scoring is provided
below.
1 el0
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Measuring recallPage 14
PLAN GIVES BIG CATS BOOST,
Panther breeding OK'd
10 Florida panthers will be taken into captivity in an effort to increase their
population from 30 to 50. By the year 2000 they want 500 in captivity and 3 wild
colonies. The cats require 200 square miles for males and 40 square miles for females for
the nocturnal hunters, with little overlap.
This isn't so bad as the California Condor or blackfooted ferret whose entire
population was rounded up for captive breeding.
So-and-so, from the Fish and Wildlife Service, said, "Some people say we sheuld just
leave them alone to die in the wild but we're also charged with bringing them back from
extinction."
The panther, which once roamed in an area from Louisiana to South Carolina has
declined in population due to hunting and urban sprawl (and is now confined to the
Everglades and the unpopulated area of central South Florida).
The original stimulus passage was parsed as follows:
Node I. (Lead) Ten Florida panthers roaming the wilds of South Florida are about to be
chosen for a new life in captivity that may have important consequences for the survival
of the endangered species. (1 sentence)
Node 2. (Tie-in) A captive-breeding program has been approved by federal and state
officials to boost the shrinking panther population from an estimated 30 to 50 in the
wild. (1 sentence)
Node 3. (Elaboration of lead) "There are certain purists who say, let them die a natural
death out in the wild'," said John Christian of the U.S. Fish and Wildlife Service. "We
need to consider their views, but on the other hand we are charged with halting the
extinction of the species and moving toward its recovery." (2 sentences)
Node 4. (Support for the lead) "It's no question the population is stressed. When you
get down to a total population of 30 to 50 animals, you get to the point of facing the
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Measuring recallPage 15
brink of extinction," said Dennis Jordan, Fish and Wildlife's Florida panther coordinator.
"We consider we have one viable sustaining population now in South Florida and none
anywhere else." (2 sentences)
Node 5. (Background) But some wildlife managers say the Florida panther, a type of
cougar, is in nowhere near the danger of the California condor or the black-footed ferret
when their entire population was rounded up for captive breeding. (1 sentence)
Node 6. (Development of the main idea) The goal of the new program is 500 breeding
adults in captivity and three wild colonies in 20 years using high-tech methods such as
radio-telemetry collars and possibly in vitro techniques. (1 sentence)
Node 7. (Details) The nocturnal cats, with adults weighing 60 to 120 pounds, are
smaller and darker than most cougars and have a unique tail crook and a cowlick in the
middle of their backs.
The panther, which hunts deer and smaller game, is a solitary hunter that needs lots of
roomat least 40 square miles for a female and more than 200 square miles for each
male, with little overlap.
The panther once ranged from Louisiana to South Carolina, but widespread hunting and
urban sprawl have pushed it into the Everglades and the undeveloped center of South
Florida.
Without help, experts estimate, the panther will vanish in 25 to 40 years. (4 sentences)
In the recalled story, the number of sentences remembered from each terminal node
in the stimulus text structure is noted, per the scoring system described on page 11. Thus,
in the recalled passage provided above, the first sentence the subject wrote was: "10
Florida panthers will be taken into captivity in an effort to increase their population
from 30 to 50." The subject has recalled the first part of the sentence but not the
second, and therefore is given 0.5 for partial recall of the sentence comprising the first
node.
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In the first sentence, the subject recalled part of the tie inthe goal of the program
to boost the panther population from 30 to 50 in the wild. Again, the subject is given
partial credit for recalling about half of the sentence in the node. (0.5)
The subject's second sentence is "By the year 2000, they want 500 in captivity and 3
wild colonies." This sentence is not very similar to anything in the second node, but it is
similar to the sentence in the sixth node, the development of the main idea. The subject
is given 0.5 for partial recall of the sixth node, because in this example sequencing is not
being considered as part of the recall evaluation.
The subject then wrote, "The cats require 200 square miles for males and 40 square
miles for females for the nocturnal hunters, with little overlap." This is similar to the
second sentence in the seventh node. Again, the subject is given 0.5 for that sentence.
"This isn't so bad as the California Condor or blackfooted ferret whose entire
population was rounded up for captive breeding." The subject has almost exactly
recalled Node 5, and is given a full point (1.0) for this node.
So-and-so, from the Fish and Wildlife Service, said, "Some people say we should just
leave them alone to die in the wild but we're also charged with bringing them back from
extinction." This captures part of Node 3. The first sentence in this node was almost
completely remembered, with the exception of the name of the quoted speaker, so tha
subject receives 1.0 point. The subject remembered about half of the second sentence, so
0.5 was awarded. The total score on this node is 1.5.
The subject's final sentence was, "The panther, which once roamed in an area from
Louisiana to South Carolina has declined in population due to hunting and urban sprawl
(and is now confined to the Everglades and the unpopulated area of central South
Florida)." This is a complete sentence from Node 7, so the subject receives a score of
1.0 for this sentence.
1.i
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Measuring recallPage 17
The subject's recall score is computed as follows, based on the proportion of each node
recalled:
Node 1. 0.5/1 = 0.5
Node 2. 0.5/1 = 0.5
Node 3. 1.5/2=0.75
Node 4. 0/2 = 0.0
Node 5. 1/1 = 1.0
Node 6. 0.5/1 = 0.5
Node 7. 2/4 = 0.5
Total score = 0.5 + 0.5 + 0.75 + 0 + 1 + 0.5 + 0.5 = 3.75/7 = 54%
Reliability and Validity of the Measurement Instrument
Validity
"The validity of a measuring instrument may be defined as the extent to which
differences in scores on it reflect true differences among individuals on the characteristics
that we seek to measure" (Selltiz, Wrightsman & Cook, 1976, p. 169). In other words,
the validity of a measure refers to the extent to which it is a true gauge of the construct it
is supposed to measure. Here, the crucial question would be whether the recall
instrument described above was an accurate measures of the subjects' memory for the
stimulus passage.
Content Validity
Content validity is an estimate of the extent to which the measurement instrument is
an adequate sample of the domain or process being measured. Content validity is often
assessed by submitting the measurement instrument to the scrutiny of experts, who ,....tty
that all facets of the construct or domain under investigation are represented in the
instrument. The instruments used in this experiment possessed considerable content
cr. ". na
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Measuring recallPage 18
validity because they were derived from the stimulus passage itself, were constructed
following the methods used by earlier investigators of similar phenomena, and measured
recall of each structural proposition within each passage. The measure thus represented
an adequate sample of the processes under investigation.
Construct Validity
In this study, the dependent variable "recall" is a construct or abstraction that
describes a trait possessed by the subjecti.e., the ability to remember and to understand
text. Construct validation refers to the process of estimating to what extent the
measurement instruments measure these latent traits.
Construct validation may be accomplished by means of examining patterns of
correlation of a measure with other validated measures of the same trait (convergent
validity) and by showing that the trait as measured by the instrument in question can be
differentiated from other traits or constructs (discriminant validity).
Curtis and Jackson (1962) have suggested that high correlations between measures
intended to measure different but theoretically related constructs provide evidence of
convergent validity. In this case, comprehension and recall of the stimulus passage could
be expected to vary together: they are theoretically related but conceptually distinct
constructs. The construct validity of the recall measure was thus estimated by measuring
the degree of correlation between subjects' scores on a measure of comprehension and
the measure of recall based on the same stimulus passage. The Pearson correlation
coefficient was found to be 0.33 (N=69); this correlation was statistically significant
(1)=.003).
Reliability
Reliability of a measurement instrument refers to the steadiness of scores on the
instrument. Reliability may be measured in terms of stability or consistency of scores
over time; internal consistency, sometimes called homogeneitythe similarity of items
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Measuring recallPage 19
within a test or other instrument; and equivalence, or consistency across different forms
of the same instrument.
Reliability of the instrument was measured using the alternate-forms method.
Twenty-four undergraduate students were asked to participate in the reliability study.
The students responded to the various measures in the experimental sequence described
above. Two days later, the experiment was repeated with the same class; however,
students were given different stimulus passages on the second day. Thus, they were
effectively given alternative forms of a single test.
A coefficient of stability and equivalence was computed according to the formula:
p AB = A -MA) (B -Md
SDA SDB
where A represents a subject's score on the first test (Test A) and B represents the
subject's score on the second test (Test B), MA represents the mean score on Test A, MB
represents the mean score on Test B, SDA represents the standard deviation of scores on
Test A, and SDBrepresents the standard deviation of scores on Test B. (For a more
detailed explanation of the alternative forms method of reliability assessment, see Walsh
& Betz, 1985, pp. 50-51, and Horvath, 1985, pp. 71-85).
The reliability coefficient computed for the recall measure was 0.64. This rather low
coefficient could be attributed to the small size of the sample used in the reliability test.
Selltiz, et al. (1976) point out that low reliability coefficients are not necessarily
indicators of low validity of measurement instruments (pp. 194-197). They argue that in
some cases, fluctuations in scores on measurement instruments from one test
administration to another or even within a test are desirable in that tests that produce
extremely homogenous results are not as useful for making fine discriminations among
responses and may in fact reflect a high degree of content error. They note that the
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Measuring recallPage 20
assessment of reliability and validity occurs along a continuum from convergence of
scores to divergence, depending on the correlations being computed, and that "if a
measure can be shown to be reasonably valid . . . it must ipso facto be reasonably reliable,
since a measure with a large error component could not show such consistent
relationships" (p. 197).
Discussion
As noted earlier in this paper, research on recall of printed text has been greatly
influenced by schema theories. In the case of news stories, there is empirical evidence to
show that hard news stories usually follow a prescribed text structure and can easily be
parsed into fairly standard sequential elements. It would appear that the schematic
processing of text is a primary influence in the recall of a printed news story's content, as
it has been shown to be in the case of other types of printed text. This study represents
an attempt to take advantage of the schematic structuring of hard news stories to devise a
systematic method of assessing memory for news.
This research contributes to the development of a theoretically rigorous model for
understanding the process of recalling news and using it in the evaluation of memory for
news content. However, this inquiry is still in its preliminary stages, and a more rigorous
investigation of news text structures and the role of schemas in the processing of news
messages needs to be undertaken before a standard measurement tool can be created.
The me, iurement method described herein needs to be retested and refined, particularly
in terms of its reliability, so that it can be applied to all hard news stories across a variety
of experimental methods.
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Measuring recallPage 21
Appendix A
The Comprehension Measure
1) How many Florida panthers are left in the wild?
2) What is the goal of the new captive breeding program?
3) Briefly describe how the range of the Florida panther has changed over time.
4) Two men were quoted in the story you just read. With what federal agency were
they affiliated?
5) To what other North American big cats might the Florida panther be related?
6) Why is the Florida panther facing extinction?
7) What is meant by the term "wildlife conservation"?
8) Why are conservation efforts critically important in today's world?
9) What was they key point of this story?
10) How well do you feel you understood this story?
24
1.
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41
Measuring recallPage 22
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